Subsampling

Subsampling

by Dimitris N. Politis, Joseph P. Romano, Michael Wolf
     
 

Since Efron's profound paper on the bootstrap, an enormous amount of effort has been spent on the development of bootstrap, jacknife, and other resampling methods. The primary goal of these computer-intensive methods has been to provide statistical tools that work in complex situations without imposing unrealistic or unverifiable assumptions about the data

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Overview

Since Efron's profound paper on the bootstrap, an enormous amount of effort has been spent on the development of bootstrap, jacknife, and other resampling methods. The primary goal of these computer-intensive methods has been to provide statistical tools that work in complex situations without imposing unrealistic or unverifiable assumptions about the data generating mechanism. This book sets out to lay some of the foundations for subsampling methodology and related methods.

Editorial Reviews

From the Publisher
"The book is one of the most comprehensive texts in the subsampling realm and provides a solid background for researchers working in the related areas of statistics."
V.V. Fedorov in "Short Book Reviews", Vol. 21/1, April 2001

Product Details

ISBN-13:
9781461271901
Publisher:
Springer New York
Publication date:
04/30/2013
Series:
Springer Series in Statistics
Edition description:
Softcover reprint of the original 1st ed. 1999
Pages:
348
Product dimensions:
6.14(w) x 9.21(h) x 0.76(d)

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